دانلود کتاب Advances in Data Mining. Applications and Theoretical Aspects: 9th Industrial Conference, ICDM 2009, Leipzig, Germany, July 20 - 22, 2009. Proceedings

فهرست مطالب :

Front Matter....Pages -
Distances in Classification....Pages 1-12
Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms....Pages 13-23
Data Mining of Agricultural Yield Data: A Comparison of Regression Models....Pages 24-37
Study of Principal Components on Classification of Problematic Wine Fermentations....Pages 38-43
A Data Mining Method for Finding Hidden Relationship in Blood and Urine Examination Items for Health Check....Pages 44-50
Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation....Pages 51-61
Computer-Aided Diagnosis in Brain Computed Tomography Screening....Pages 62-72
Knowledge Representation in Difficult Medical Diagnosis....Pages 73-87
Forecasting Product Life Cycle Phase Transition Points with Modular Neural Networks Based System....Pages 88-102
Visualizing the Competitive Structure of Online Auctions....Pages 103-116
Credit Risk Handling in Telecommunication Sector....Pages 117-130
Sales Intelligence Using Web Mining....Pages 131-145
A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods....Pages 146-160
Screening Paper Runnability in a Web-Offset Pressroom by Data Mining....Pages 161-175
Evaluation of Distraction in a Driver-Vehicle-Environment Framework: An Application of Different Data-Mining Techniques....Pages 176-190
SO_MAD: SensOr Mining for Anomaly Detection in Railway Data....Pages 191-205
Online Mass Flow Prediction in CFB Boilers....Pages 206-219
Integrating Data Mining and Agent Based Modeling and Simulation....Pages 220-231
Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring....Pages 232-246
A Case of Using Formal Concept Analysis in Combination with Emergent Self Organizing Maps for Detecting Domestic Violence....Pages 247-260
Ordinal Evaluation: A New Perspective on Country Images....Pages 261-275
Evaluation of Fusion for Similarity Searching in Online Handwritten Documents....Pages 276-290
Self-training Strategies for Handwriting Word Recognition....Pages 291-300
On a New Similarity Analysis in Frequency Domain for Mining Faces within a Complex Background....Pages 301-309
Clustering with Domain Value Dissimilarity for Categorical Data....Pages 310-324
The Normalized Compression Distance as a Distance Measure in Entity Identification....Pages 325-337
Attribute Constrained Rules for Partially Labeled Sequence Completion....Pages 338-352
Mining Determining Sets for Partially Defined Functions....Pages 353-360
On the Integration of Neural Classifiers through Similarity Analysis of Higher Order Features....Pages 361-371
On Cellular Network Channels Data Mining and Decision Making through Ant Colony Optimization and Multi Agent Systems Strategies....Pages 372-387
Responsible Data Releases....Pages 388-400
Back Matter....Pages -